Generative AI with Python: The Developer's Guide to Pretrained Llms, Vector Databases, Retrieval-Augmented Generation, and Agentic Systems

Your guide to generative AI with Python is here! Start with an introduction to generative AI, NLP models, LLMs, and LMMs--and then dive into pretrained models with Hugging Face. Work with LLMs using Python with the help of tools like OpenAI and LangChain. Get step-by-step instructions for working with vector databases and using retrieval-augmented generation. With information on agentic systems and AI application deployment, this guide gives you all you need to become an AI master!

Highlights:

1) Natural language processing (NLP) models
2) Large language models (LLMs)
3) Pretrained models
4) Prompt engineering
5) Vector databases
6) Retrieval-augmented generation (RAG)
7) Agentic systems
8) OpenAI
9) LangChain
10) Hugging Face
11) crewAI
12) AG2

Author: Bert Gollnick
Publisher: Rheinwerk Computing
Published: 06/25/2025
Pages: 392
Binding Type: Paperback
Weight: 1.57lbs
Size: 9.99h x 7.06w x 0.81d
ISBN13: 9781493226900
ISBN10: 1493226908
BISAC Categories:
- Computers | Artificial Intelligence | Generative AI
- Computers | Languages | Python